Search Results - decoding (algorithmics OR (algorithm OR (algorithmics OR algorithmics)))

Shortened Polar Codes under Automorphism Ensemble Decoding by Pillet, Charles, Sagitov, Ilshat, Bioglio, Valerio, Giard, Pascal

Table of Contents: “…In this paper, we propose a low-latency decoding solution of shortened polar codes based…”
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Pseudocodewords of quantum, quasi-cyclic, and spatially-coupled LDPC codes: a fundamental cone perspective by Kositwattanarerk, Wittawat, Matthews, Gretchen L., McMillon, Emily, Yutitumsatit, Tunchanok

Table of Contents: “… of the code and the particular decoding algorithm used. In this paper, we consider LP decoding, which has been…”
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SubGen: Token Generation in Sublinear Time and Memory by Zandieh, Amir, Han, Insu, Mirrokni, Vahab, Karbasi, Amin

Table of Contents: “… on values. The result is a provably accurate and efficient attention decoding algorithm, termed SubGen…”
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Decoding with Limited Teacher Supervision Requires Understanding When to Trust the Teacher by Ok, Hyunjong, Ryu, Jegwang, Lee, Jaeho

Table of Contents: “… there is no restriction on the number of LLM supervisions one can use, giving birth to many decoding algorithms…”
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Differentially Private Set Representations by Patel, Sarvar, Persiano, Giuseppe, Seo, Joon Young, Yeo, Kevin

Table of Contents: “… representation is $O(k \log(1/δ))$ while decoding time is $O(\log(1/δ))$. We also present a second algorithm…”
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Application of the List Viterbi Algorithm for Satellite-based AIS Detection by Kanaan, Linda, Amis, Karine, Guilloud, Frédéric, Chauvat, Rémi

Table of Contents: “… (PLVA) instead of the classical Viterbi algorithm (VA) often used for decoding AIS signals…”
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Beyond the Use-and-then-Forget (UatF) Bound: Fixed Point Algorithms for Statistical Max-Min Power Control by Cavalcante, Renato Luis Garrido, Ain, Noor Ul, Miretti, Lorenzo, Stanczak, Slawomir

Table of Contents: “…) at the decoder. In doing so, we address limitations of UatF-based power control algorithms, which inherit…”
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TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs by Xiao, Sibo, Fu, Jinyuan, Xie, Zhongle, Shou, Lidan

Table of Contents: “… propose the algorithm TokenTiming for universal speculative decoding. It operates by re-encoding the draft…”
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TapOut: A Bandit-Based Approach to Dynamic Speculative Decoding by Sridhar, Aditya, Sinnadurai, Nish, Lie, Sean, Thangarasa, Vithursan

Table of Contents: “…Speculative decoding accelerates LLMs by using a lightweight draft model to generate tokens…”
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Batch Speculative Decoding Done Right by Zhang, Ranran Haoran, Dey, Soumik, Mishra, Ashirbad, Wu, Hansi, Li, Binbin, Zhang, Rui

Table of Contents: “… speculative decoding must satisfy, (2) present EQSPEC, the first algorithm that guarantees output equivalence…”
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Maximum Likelihood Decoding of Quantum Error Correction Codes by Cao, Hanyan, Yan, Ge, Du, Yuxuan, Pan, Feng

Table of Contents: “…, yet its effectiveness hinges critically on the classical decoding algorithm that interprets noisy…”
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Underwater Image Enhancement by Convolutional Spiking Neural Networks by Sudevan, Vidya, Zayer, Fakhreddine, Kausar, Rizwana, Javed, Sajid, Karki, Hamad, De Masi, Giulia, Dias, Jorge

Table of Contents: “… algorithm to improve visibility of underwater images. UIE-SNN is a 19- layered convolutional spiking encoder…”
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Taming Masked Diffusion Language Models via Consistency Trajectory Reinforcement Learning with Fewer Decoding Step by Yang, Jingyi, Chen, Guanxu, Hu, Xuhao, Shao, Jing

Table of Contents: “… to autoregressive (AR) language models, offering properties such as parallel decoding, flexible generation orders…”
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Spiking Neural Belief Propagation Decoder for Short Block Length LDPC Codes by von Bank, Alexander, Edelmann, Eike-Manuel, Miao, Sisi, Mandelbaum, Jonathan, Schmalen, Laurent

Table of Contents: “… due to their event-based nature. This paper proposes a novel decoding algorithm for low-density parity…”
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High-order Joint Constituency and Dependency Parsing by Gu, Yanggan, Hou, Yang, Wang, Zhefeng, Duan, Xinyu, Li, Zhenghua

Table of Contents: “…-hoc dynamic programming-based decoding algorithm of $O(n^5)$ time complexity for finding optimal…”
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InfAlign: Inference-aware language model alignment by Balashankar, Ananth, Sun, Ziteng, Berant, Jonathan, Eisenstein, Jacob, Collins, Michael, Hutter, Adrian, Lee, Jong, Nagpal, Chirag, Prost, Flavien, Sinha, Aradhana, Suresh, Ananda Theertha, Beirami, Ahmad

Table of Contents: “… are increasingly using inference-time algorithms (e.g., Best-of-N, controlled decoding, tree search) to decode from…”
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Controlled LLM Decoding via Discrete Auto-regressive Biasing by Pynadath, Patrick, Zhang, Ruqi

Table of Contents: “… controlled decoding algorithm that leverages gradients while operating entirely in the discrete text domain…”
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Properties and Decoding of Twisted GRS Codes and Their Extensions by Li, Yang, Ezerman, Martianus Frederic, Lao, Huimin, Ling, San

Table of Contents: “… code. Addressing the second problem, we present an explicit decoding algorithm for ETGRS codes…”
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Encoder-Decoder Diffusion Language Models for Efficient Training and Inference by Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Table of Contents: “… approaches. However, prior diffusion models use a decoder-only architecture, which requires sampling…”
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SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces by Jia, Tianwang, Chen, Xiaoqing, Wu, Dongrui

Table of Contents: “… to their efficiency and portability; however, their decoding algorithms still face multiple challenges, including…”
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